{smcl}
{com}{sf}{ul off}{txt}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/xpmiki/Dropbox/esaiasson/replicationData/e14.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 9 Sep 2016, 11:20:28
{txt}
{com}. clear 
{txt}
{com}. set more off
{txt}
{com}. use "charity students.dta"
{txt}
{com}. drop if expert == 1
{txt}(66 observations deleted)

{com}. 
. set seed  358395
{txt}
{com}. sem (d <-  t  wl p)(p <-  t  wl)  
{res}{txt}(69 observations with missing values excluded)

Endogenous variables

{p 0 11 2}Observed:{space 2}{res}d p{p_end}
{txt}
Exogenous variables

{p 0 11 2}Observed:{space 2}{res}t wl{p_end}
{txt}
Fitting target model:

Iteration 0:{space 3}log likelihood = {res:-78.359439}  
Iteration 1:{space 3}log likelihood = {res:-78.359439}  

Structural equation model{col 49}Number of obs{col 67}= {res}        65
{col 1}{txt}Estimation method{col 20}= {res}ml
{col 1}{txt}Log likelihood{col 20}= {res}-78.359439

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .4839992{col 26}{space 2} .1205516{col 37}{space 1}    4.01{col 46}{space 3}0.000{col 54}{space 4} .2477224{col 67}{space 3}  .720276
{txt}{space 11}t {c |}{col 14}{res}{space 2}-.0933458{col 26}{space 2} .0620382{col 37}{space 1}   -1.50{col 46}{space 3}0.132{col 54}{space 4}-.2149385{col 67}{space 3} .0282469
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3378319{col 26}{space 2} .0814309{col 37}{space 1}    4.15{col 46}{space 3}0.000{col 54}{space 4} .1782302{col 67}{space 3} .4974336
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2175474{col 26}{space 2} .0690397{col 37}{space 1}    3.15{col 46}{space 3}0.002{col 54}{space 4}  .082232{col 67}{space 3} .3528627
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2} .1614232{col 26}{space 2} .0606092{col 37}{space 1}    2.66{col 46}{space 3}0.008{col 54}{space 4} .0426314{col 67}{space 3} .2802151
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3895131{col 26}{space 2} .0684511{col 37}{space 1}    5.69{col 46}{space 3}0.000{col 54}{space 4} .2553514{col 67}{space 3} .5236748
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .2314607{col 26}{space 2} .0649745{col 37}{space 1}    3.56{col 46}{space 3}0.000{col 54}{space 4}  .104113{col 67}{space 3} .3588083
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     var(e.d){c |}{col 14}{res}{space 2} .0531795{col 26}{space 2} .0093283{col 54}{space 4}  .037708{col 67}{space 3} .0749989
{txt}     var(e.p){c |}{col 14}{res}{space 2} .0562969{col 26}{space 2} .0098751{col 54}{space 4} .0399185{col 67}{space 3} .0793954
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
LR test of model vs. saturated: chi2({res:0})   = {res:     0.00}, Prob > chi2 = {res}     .
{txt}
{com}. estat ic

Akaike's information criterion and Bayesian information criterion

{txt}{hline 13}{c TT}{hline 63}
       Model {c |}        Obs  ll(null)  ll(model)      df         AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}        65{col 27}        .{col 38}-78.35944{col 49}     9{col 58} 174.7189{col 69} 194.2884
{txt}{hline 13}{c BT}{hline 63}
{p 15 21 2}
Note: N=Obs used in calculating BIC; see {helpb bic_note:[R] BIC note}.
{p_end}

{com}. estat teffects 
{res}

{txt}Direct effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .4839992{col 26}{space 2} .1205516{col 37}{space 1}    4.01{col 46}{space 3}0.000{col 54}{space 4} .2477224{col 67}{space 3}  .720276
{txt}{space 11}t {c |}{col 14}{res}{space 2}-.0933458{col 26}{space 2} .0620382{col 37}{space 1}   -1.50{col 46}{space 3}0.132{col 54}{space 4}-.2149385{col 67}{space 3} .0282469
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3378319{col 26}{space 2} .0814309{col 37}{space 1}    4.15{col 46}{space 3}0.000{col 54}{space 4} .1782302{col 67}{space 3} .4974336
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2} .1614232{col 26}{space 2} .0606092{col 37}{space 1}    2.66{col 46}{space 3}0.008{col 54}{space 4} .0426314{col 67}{space 3} .2802151
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3895131{col 26}{space 2} .0684511{col 37}{space 1}    5.69{col 46}{space 3}0.000{col 54}{space 4} .2553514{col 67}{space 3} .5236748
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


Indirect effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{space 11}t {c |}{col 14}{res}{space 2} .0781287{col 26}{space 2} .0352025{col 37}{space 1}    2.22{col 46}{space 3}0.026{col 54}{space 4} .0091331{col 67}{space 3} .1471243
{txt}{space 10}wl {c |}{col 14}{res}{space 2}  .188524{col 26}{space 2} .0574676{col 37}{space 1}    3.28{col 46}{space 3}0.001{col 54}{space 4} .0758897{col 67}{space 3} .3011584
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{space 10}wl {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


Total effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .4839992{col 26}{space 2} .1205516{col 37}{space 1}    4.01{col 46}{space 3}0.000{col 54}{space 4} .2477224{col 67}{space 3}  .720276
{txt}{space 11}t {c |}{col 14}{res}{space 2}-.0152171{col 26}{space 2} .0658072{col 37}{space 1}   -0.23{col 46}{space 3}0.817{col 54}{space 4}-.1441968{col 67}{space 3} .1137626
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .5263559{col 26}{space 2} .0743216{col 37}{space 1}    7.08{col 46}{space 3}0.000{col 54}{space 4} .3806882{col 67}{space 3} .6720237
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2} .1614232{col 26}{space 2} .0606092{col 37}{space 1}    2.66{col 46}{space 3}0.008{col 54}{space 4} .0426314{col 67}{space 3} .2802151
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .3895131{col 26}{space 2} .0684511{col 37}{space 1}    5.69{col 46}{space 3}0.000{col 54}{space 4} .2553514{col 67}{space 3} .5236748
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *** indirect and direct - winning/losing
. cap program drop indireff
{txt}
{com}. program indireff, rclass
{txt}  1{com}. sem (d <-  t  wl p)(p <-  t  wl)  
{txt}  2{com}.   estat teffects
{txt}  3{com}.   mat bi = r(indirect)
{txt}  4{com}.   mat bt = r(total)
{txt}  5{com}.   return scalar indir  = el(bi,1,3)
{txt}  6{com}.   return scalar total  = el(bt,1,3)
{txt}  7{com}. end 
{txt}
{com}. 
. set seed 358395
{txt}
{com}. bootstrap r(indir) r(total), reps(1000): indireff
{txt}(running indireff on estimation sample)

Bootstrap replications ({res}1000{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
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{res}
{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}        65
{txt}{col 49}Replications{col 67}= {res}     1,000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indir)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_bs_1 {c |}{col 14}{res}{space 2}  .188524{col 26}{space 2} .0741593{col 37}{space 1}    2.54{col 46}{space 3}0.011{col 54}{space 4} .0431745{col 67}{space 3} .3338736
{txt}{space 7}_bs_2 {c |}{col 14}{res}{space 2} .5263559{col 26}{space 2} .0891257{col 37}{space 1}    5.91{col 46}{space 3}0.000{col 54}{space 4} .3516727{col 67}{space 3} .7010391
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. estat bootstrap, percentile bc  

{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}        65
{txt}{col 49}Replications{col 67}= {res}      1000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indir)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{col 1}{text}{hline 13}{c TT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 14}{text}{c |}    Observed{col 38}    Bootstrap
{col 14}{text}{c |}       Coef.{col 27}       Bias{col 38}    Std. Err.{col 51}  [95% Conf. Interval]
{col 1}{text}{hline 13}{c +}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 1}{text}       _bs_1{col 14}{c |}{result}{space 2} .18852402{col 27}{space 2}-.0000361{col 38}{space 2}  .0741593{col 51}{space 2} .0501085{col 63}{space 1}  .343683{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .0550648{col 63}{space 1} .3530968{col 73}{text}  (BC)
{col 1}{text}       _bs_2{col 14}{c |}{result}{space 2} .52635594{col 27}{space 2}-.0004554{col 38}{space 2} .08912572{col 51}{space 2} .3497358{col 63}{space 1} .6948225{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .3441578{col 63}{space 1} .6943169{col 73}{text}  (BC)
{col 1}{text}{hline 13}{c BT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 0}(P){col 8}percentile confidence interval
{col 0}(BC){col 8}bias-corrected confidence interval

{com}. 
. *** indirect and direct - treatment
. cap program drop indireff
{txt}
{com}. program indireff, rclass
{txt}  1{com}. sem (d <- wl  t  p)(p <- wl  t )   
{txt}  2{com}.   estat teffects
{txt}  3{com}.   mat bi = r(indirect)
{txt}  4{com}.   mat bt = r(total)
{txt}  5{com}.   return scalar indirect  = el(bi,1,3)
{txt}  6{com}.   return scalar total  = el(bt,1,3)
{txt}  7{com}. end
{txt}
{com}. 
. set seed 358395
{txt}
{com}. bootstrap r(indirect) r(total), reps(1000): indireff
{txt}(running indireff on estimation sample)

Bootstrap replications ({res}1000{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
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{res}
{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}        65
{txt}{col 49}Replications{col 67}= {res}     1,000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indirect)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_bs_1 {c |}{col 14}{res}{space 2} .0781287{col 26}{space 2} .0405361{col 37}{space 1}    1.93{col 46}{space 3}0.054{col 54}{space 4}-.0013207{col 67}{space 3} .1575781
{txt}{space 7}_bs_2 {c |}{col 14}{res}{space 2}-.0152171{col 26}{space 2} .0701141{col 37}{space 1}   -0.22{col 46}{space 3}0.828{col 54}{space 4}-.1526382{col 67}{space 3}  .122204
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. estat bootstrap, percentile bc  

{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}        65
{txt}{col 49}Replications{col 67}= {res}      1000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indirect)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{col 1}{text}{hline 13}{c TT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 14}{text}{c |}    Observed{col 38}    Bootstrap
{col 14}{text}{c |}       Coef.{col 27}       Bias{col 38}    Std. Err.{col 51}  [95% Conf. Interval]
{col 1}{text}{hline 13}{c +}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 1}{text}       _bs_1{col 14}{c |}{result}{space 2} .07812871{col 27}{space 2}-.0026706{col 38}{space 2} .04053614{col 51}{space 2} .0090231{col 63}{space 1} .1656472{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .0202173{col 63}{space 1} .1957013{col 73}{text}  (BC)
{col 1}{text}       _bs_2{col 14}{c |}{result}{space 2} -.0152171{col 27}{space 2}-.0034888{col 38}{space 2} .07011411{col 51}{space 2}-.1726773{col 63}{space 1} .1079081{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2}-.1709402{col 63}{space 1}  .108944{col 73}{text}  (BC)
{col 1}{text}{hline 13}{c BT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 0}(P){col 8}percentile confidence interval
{col 0}(BC){col 8}bias-corrected confidence interval

{com}. 
. *** randomization check
. reg  t  gender interest ideology , robust

{txt}Linear regression                               Number of obs     = {res}       127
                                                {txt}F(3, 123)         =  {res}     2.94
                                                {txt}Prob > F          = {res}    0.0360
                                                {txt}R-squared         = {res}    0.0606
                                                {txt}Root MSE          =    {res} .49228

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}           t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}gender {c |}{col 14}{res}{space 2} .0206635{col 26}{space 2} .0446934{col 37}{space 1}    0.46{col 46}{space 3}0.645{col 54}{space 4}-.0678043{col 67}{space 3} .1091313
{txt}{space 4}interest {c |}{col 14}{res}{space 2} .3730176{col 26}{space 2} .1404151{col 37}{space 1}    2.66{col 46}{space 3}0.009{col 54}{space 4} .0950744{col 67}{space 3} .6509607
{txt}{space 4}ideology {c |}{col 14}{res}{space 2} .2032255{col 26}{space 2}  .150008{col 37}{space 1}    1.35{col 46}{space 3}0.178{col 54}{space 4}-.0937061{col 67}{space 3}  .500157
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .1878731{col 26}{space 2} .1259573{col 37}{space 1}    1.49{col 46}{space 3}0.138{col 54}{space 4}-.0614516{col 67}{space 3} .4371978
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/xpmiki/Dropbox/esaiasson/replicationData/e14.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 9 Sep 2016, 11:22:18
{txt}{.-}
{smcl}
{txt}{sf}{ul off}